Parallel Predictive Entropy Search for Multi-objective Bayesian Optimization with Constraints.
Eduardo C. Garrido-MerchánDaniel Hernández-LobatoPublished in: CoRR (2020)
Keyphrases
- multi objective
- optimization algorithm
- constrained optimization
- evolutionary algorithm
- multiple objectives
- conflicting objectives
- optimization problems
- multiobjective optimization
- multi objective optimization
- search space
- genetic algorithm
- parallel search
- optimum design
- global search
- depth first search
- search strategy
- constraint satisfaction
- evolutionary optimization
- symmetry breaking
- optimization method
- maximum likelihood
- search algorithm
- engineering design problems
- parallel processing
- information theory
- search strategies
- constraint programming
- genetic programming
- bayesian networks
- optimization process
- lagrange multipliers
- markov random field
- objective function